Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation

Yihong Guo, Yixuan Wang, Yuanyuan Shi +2

Training a policy in a source domain for deployment in the target domain under a dynamics shift can be challenging, often resulting in performance degradation. Previous work tackle…